Frank-Wolfe-based distributed demand scheduling method package

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License: GNU General Public License v3 or later (GPLv3+)

Author: Shan Dora He

Requires: Python >=3.6

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Project description

FW-DDSM

A python package for implementing the Frank-Wolfe-based distributed demand scheduling method.

pip install fw-ddsm

Setting up the ubuntu envrionment for using FW-DDSM

  1. install python3 (should come with ubuntu v20
  2. install pip sudo apt-get install python3-pip
  3. install dependencies pip3 install fw-ddsm pandas pandas_bokeh numpy more-itertools
  4. install snap sudo apt-get install snapd
  5. install minizinc bundle sudo snap install minizinc --classic

Features of FW-DDSM

  1. Pricing master problem

Minimise the inconvenience, consumption cost and the peak-to-average ratio of the aggregate demand profile of all households.

  1. Household subproblem

Scheduling both the appliances and the batteries to minmise the cost, the inconvenience and the peak-to-average ratio of the household.

Project details

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Avatar for dorahee from gravatar.com dorahee

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License: GNU General Public License v3 or later (GPLv3+)

Author: Shan Dora He

Requires: Python >=3.6

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